US 11,893,043 B2Granted

Identifying associated data objects

AssigneeSalesforce, Inc.

InventorsNabarun Sengupta, Kusum Kanwar, Saranyadevi Ganesan, Sundar Veliah

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Abstract

A first data management system, which may be associated with a content management system (CMS), may receive an identifier for a content item. A content item may be an example of a picture, a blog post, an article, a video, an audio segment (e.g., a podcast) or other type of text or multimedia content. The first data management system may be configured to generate an object corresponding to the content item. The content object may be transmitted to a model corresponding to a second data management system. The model may be configured to identify relationships between data stored at the second data management system. The model may identify one or more data objects that are associated with the received content object, and return the data objects to the first data management system.

Claims17

Dependent claims

A method for data processing, comprising:

receiving, at a first data management system associated with a content management system, an identifier of at least one content item;
generating a content object that includes one or more content fields corresponding to characteristics of the at least one content item, wherein a format of the content object corresponds to the format of data objects of a second data management system different from the first data management system, the data objects corresponding to products of an electronic commerce system associated with the second data management system, wherein the content object is generated to correspond to the format of a product of the electronic commerce system;
transmitting, via an application programming interface, the content object to a machine learning model that is configured to identify relationships between the data objects of the second data management system;
receiving, from the second data management system via the application programming interface, an indication of two or more data objects of the second data management system that are identified by the machine learning model as being related to the at least one content item of the first data management system;
and
transmitting, to a plurality of user devices, the at least one content item that includes links to the two or more data objects identified by the machine learning model configured for the second data management system.

3 more elements

An apparatus for data processing, comprising:

a processor,
memory coupled with the processor;
and
instructions stored in the memory and executable by the processor to cause the apparatus to:
receive, at a first data management system associated with a content management system, an identifier of at least one content item;
generating a content object that includes one or more content fields corresponding to characteristics of the at least one content item, wherein a format of the content object corresponds to the format of data objects of a second data management system different from the first data management system, the data objects corresponding to products of an electronic commerce system associated with the second data management system, wherein the content object is generated to correspond to the format of a product of the electronic commerce system;
transmit, via an application programming interface, the content object to a machine learning model that is configured to identify relationships between the data objects of the second data management system;
receive, from the second data management system via the application programming interface, an indication of two or more data objects of the second data management system that are identified by the machine learning model as being related to the at least one content item of the first data management system;
and
transmit, to a plurality of user devices, the at least one content item that includes links to the two or more data objects identified by the machine learning model configured for the second data management system.

7 more elements

A non-transitory computer-readable medium storing code for data processing, the code comprising instructions executable by a processor to:

receive, at a first data management system associated with a content management system, an identifier of at least one content item;
generating a content object that includes one or more content fields corresponding to characteristics of the at least one content item, wherein a format of the content object corresponds to the format of data objects of a second data management system different from the first data management system, the data objects corresponding to products of an electronic commerce system associated with the second data management system, wherein the content object is generated to correspond to the format of a product of the electronic commerce system;
transmit, via an application programming interface, the content object to a machine learning model that is configured to identify relationships between the data objects of the second data management system;
receive, from the second data management system via the application programming interface, an indication of two or more data objects of the second data management system that are identified by the machine learning model as being related to the at least one content item of the first data management system;
and
transmit, to a plurality of user devices, the at least one content item that includes links to the two or more data objects identified by the machine learning model configured for the second data management system.

3 more elements

Dependencies are inferred from the claim text.